Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "31" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 219 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 214 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.125301 | 0.512063 | 12.512940 | 20.390688 | 85.341196 | 7.571417 | 5.726962 | 23.738007 | 0.7700 | 0.7819 | 0.2612 | 12.768793 | 14.553842 |
| 2459593 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.577585 | 3.782718 | 3.593798 | 22.641580 | 1.334576 | 4.242796 | 1.100602 | 4.286566 | 0.7282 | 0.7239 | 0.2554 | 5.379532 | 5.071505 |
| 2459592 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.146087 | 0.032990 | 0.134460 | 2.292111 | 0.483089 | 1.159868 | 1.798115 | 0.131529 | 0.0291 | 0.0282 | 0.0014 | nan | nan |
| 2459591 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.417416 | 4.157375 | 5.132258 | 26.722531 | 1.544852 | 2.326148 | -0.073078 | 0.524699 | 0.6757 | 0.6782 | 0.3822 | 4.638731 | 4.344133 |
| 2459590 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.940377 | 4.550570 | 4.510404 | 25.390985 | 1.333494 | 3.622814 | 0.607552 | 0.938173 | 0.6754 | 0.6762 | 0.3746 | 5.217628 | 5.033200 |
| 2459589 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.195650 | 3.986421 | 21.487037 | 23.140308 | 114.940797 | 6.071882 | 5.296646 | 10.271833 | 0.6906 | 0.6983 | 0.3042 | 4.227955 | 4.571537 |
| 2459588 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 204.543603 | 221.844921 | inf | inf | 21.844476 | 26.763086 | 48.300189 | 18.456416 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459587 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | 350.212506 | 350.526898 | inf | inf | -1.599316 | 107.877693 | -4.675000 | 576.856526 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.051502 | 2.813342 | -0.527570 | 2.779111 | -0.573237 | 0.390708 | -0.425829 | 0.670983 | 0.6747 | 0.6880 | 0.3683 | 4.311191 | 4.434912 |
| 2459585 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.836773 | 6.549988 | 0.213207 | 3.543554 | -0.006756 | 3.243152 | 2.446573 | 1.886019 | 0.0323 | 0.0309 | 0.0016 | 0.000000 | 0.000000 |
| 2459584 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 19.918985 | 21.728357 | 1.961911 | 8.246997 | 3.452150 | 28.785664 | -0.260214 | 0.096855 | 0.6291 | 0.6368 | 0.3751 | 5.051477 | 5.059036 |
| 2459583 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.603906 | 3.483888 | 0.142990 | 8.179372 | 0.410346 | 1.626398 | 0.065193 | 1.610830 | 0.6710 | 0.6689 | 0.3994 | 4.636265 | 4.587780 |
| 2459582 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.723549 | 3.244749 | -0.046963 | 7.619764 | -0.182591 | 2.551475 | -0.563227 | 0.511971 | 0.6743 | 0.6711 | 0.3952 | 4.462340 | 4.356287 |
| 2459581 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459580 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.714297 | 3.328820 | -0.161733 | 8.614472 | 0.035234 | 1.784715 | -0.802120 | 0.223857 | 0.6823 | 0.6826 | 0.3891 | 4.782523 | 4.722637 |
| 2459579 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.892426 | 3.448697 | 0.194804 | 10.334067 | 0.225498 | 2.258050 | -0.354853 | 1.209589 | 0.6802 | 0.6806 | 0.3908 | 3.575815 | 3.568844 |
| 2459578 | dish_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.720163 | -0.312927 | -0.780632 | -0.007127 | 1.194237 | 1.973540 | -0.202125 | 0.776780 | 0.0288 | 0.0283 | 0.0016 | nan | nan |
| 2459577 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.617665 | 4.760077 | 0.156801 | 8.036822 | 0.290931 | 1.324084 | -0.590315 | 0.563970 | 0.6817 | 0.6850 | 0.3904 | 4.014312 | 3.820468 |
| 2459576 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.721625 | 3.673958 | 0.143419 | 6.812248 | 2.623757 | 2.471975 | 0.041687 | 0.742588 | 0.6851 | 0.6908 | 0.3877 | 3.368173 | 3.221603 |
| 2459575 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.166949 | 2.744217 | 1.590475 | 6.090944 | 29.259053 | 4.842262 | 0.341548 | 8.198513 | 0.7436 | 0.7490 | 0.3309 | 0.000000 | 0.000000 |
| 2459574 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.640950 | 3.347180 | 1.268113 | 6.270017 | 50.504300 | 1.324757 | 0.383019 | 0.156628 | 0.6914 | 0.6943 | 0.3775 | 4.085719 | 3.859391 |
| 2459573 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.117311 | 3.358505 | 0.087054 | 10.503308 | 0.923439 | 2.254100 | -0.477395 | 0.919986 | 0.6769 | 0.6768 | 0.4008 | 0.000000 | 0.000000 |
| 2459572 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.796839 | 3.356385 | 0.008786 | 6.244364 | 0.161743 | 0.721709 | 0.023842 | 1.784957 | 0.6779 | 0.6795 | 0.4014 | 4.400977 | 3.927090 |
| 2459571 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.674325 | -0.443553 | -0.770426 | 0.033231 | 40.841209 | 0.534261 | -0.002967 | 0.944748 | 0.0295 | 0.0290 | 0.0019 | nan | nan |
| 2459570 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.683922 | 8.310902 | 13.751022 | 15.667700 | 9.199384 | 8.116888 | 5.244763 | 4.926036 | 0.6658 | 0.6855 | 0.3777 | 5.010320 | 4.867269 |
| 2459569 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.901585 | 3.101972 | 1.301835 | 7.248639 | 15.149721 | 8.607837 | 2.625050 | 9.332045 | 0.7464 | 0.7503 | 0.2436 | 5.719252 | 5.161261 |
| 2459566 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.514864 | 3.397497 | 0.303004 | 7.973695 | 0.202181 | 1.919897 | -0.273665 | 0.170075 | 0.6750 | 0.6780 | 0.4077 | 1.314582 | 1.348173 |
| 2459565 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.000000 | 0.000000 | -0.016407 | -0.016407 | -0.758305 | -0.758305 | -0.875717 | -0.875717 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.413055 | 0.588788 | 0.955434 | -3.456559 | -0.867136 | -1.993704 | -1.613893 | -0.643032 | 0.6964 | 0.7090 | 0.3941 | 3.136233 | 3.159498 |
| 2459563 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459562 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.374689 | 0.062043 | -0.001409 | -2.169778 | -1.415338 | -2.482261 | -1.264010 | -0.673637 | 0.6843 | 0.6973 | 0.3946 | 3.146411 | 3.128033 |
| 2459561 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.105518 | 0.812059 | 0.546678 | -1.504785 | -0.909047 | -2.203787 | -1.557531 | 0.185344 | 0.6843 | 0.6973 | 0.3912 | 3.581081 | 3.364030 |
| 2459560 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.463502 | 0.402427 | 0.140907 | -1.767663 | -0.759391 | -1.454331 | -1.378718 | -0.555444 | 0.6801 | 0.6921 | 0.4047 | 3.578144 | 3.484671 |
| 2459559 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.235887 | 0.737124 | 0.697402 | -1.427289 | -0.471570 | -1.119070 | -1.326291 | -0.366214 | 0.6899 | 0.7056 | 0.3894 | 3.008652 | 3.029835 |
| 2459558 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.334487 | 3.994937 | 10.762680 | 5.903464 | 10.431655 | 6.938914 | -1.709855 | -0.602616 | 0.6915 | 0.7022 | 0.3982 | 3.042970 | 3.199716 |
| 2459557 | dish_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0334 | 0.0319 | 0.0013 | nan | nan |
| 2459556 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.755276 | 4.162377 | 11.248812 | 5.809165 | 9.211820 | 6.779098 | -2.907079 | -1.261929 | 0.6982 | 0.7078 | 0.3878 | 3.134825 | 3.182945 |
| 2459553 | dish_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6934 | 0.7042 | 0.3980 | nan | nan |
| 2459552 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.210176 | 4.721454 | 8.701932 | 8.349992 | 59.764651 | 7.345043 | 0.766245 | -0.062534 | 0.7048 | 0.7061 | 0.3970 | 10.025349 | 3.675410 |
| 2459551 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.717794 | 0.420313 | 0.402137 | -2.064568 | -1.531244 | -1.893574 | -1.181610 | 1.459028 | 0.6875 | 0.6989 | 0.3992 | 3.160740 | 3.115732 |
| 2459550 | dish_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0495 | 0.0490 | 0.0011 | nan | nan |
| 2459549 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459542 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.725508 | 4.127470 | 21.384818 | 12.730591 | 0.156567 | -0.161483 | -1.690706 | -1.061207 | 0.7512 | 0.7518 | 0.3538 | 3.407353 | 3.421004 |
| 2459541 | dish_ok | 100.00% | 1.34% | 1.79% | 0.00% | 100.00% | 0.00% | 5.762284 | 3.709426 | 12.180507 | 6.724242 | 9.392519 | 4.943396 | 4.208851 | 2.401252 | 0.7416 | 0.7352 | 0.3345 | 4.426647 | 4.515812 |
| 2459540 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.051199 | 1.704628 | 1.394268 | -0.358003 | 15.482827 | -1.006840 | -0.329130 | -0.607677 | 0.7474 | 0.7386 | 0.3521 | 3.638270 | 3.414383 |
| 2459536 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.832461 | 5.668744 | 15.073041 | 9.577607 | 39.176060 | 6.474895 | -0.806443 | -1.670972 | 0.7295 | 0.7367 | 0.4127 | 4.003767 | 3.672787 |
| 2459535 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.517668 | 1.027728 | 1.236705 | -0.409194 | -2.756252 | -1.204369 | -1.899349 | -0.709586 | 0.7805 | 0.7585 | 0.3692 | 3.514272 | 3.202283 |
| 2459534 | dish_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.727716 | 0.755135 | 0.291308 | -1.169099 | -2.003113 | -1.389861 | -1.163854 | -0.463849 | 0.7733 | 0.7593 | 0.3584 | 7.748765 | 8.945512 |
| 2459533 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.710287 | 4.432175 | 10.658327 | 6.544767 | 7.824717 | 5.983712 | -1.334814 | 0.891424 | 0.7195 | 0.7195 | 0.4009 | 3.274130 | 3.200200 |
| 2459532 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 7.994169 | 5.073217 | 14.018894 | 8.099155 | 10.193133 | 6.277756 | -1.429723 | -0.779147 | 0.7172 | 0.7163 | 0.4002 | 3.469036 | 3.413206 |
| 2459530 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.087931 | 0.689082 | -0.849121 | -1.431117 | 9.939243 | -2.034394 | -0.062004 | -0.330358 | 0.7428 | 0.7347 | 0.3990 | 3.605674 | 3.448113 |
| 2459527 | dish_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | dish_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | dish_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 4.111496 | 2.033080 | 5.768992 | 2.628524 | 5.861460 | 8.710368 | 1.040738 | 1.745385 | 0.0361 | 0.0345 | 0.0017 | nan | nan |
| 2459508 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.474857 | 4.552722 | 9.519882 | 5.455772 | 9.403598 | 3.310882 | 8.925392 | 6.809183 | 0.8869 | 0.9197 | 0.2482 | 0.000000 | 0.000000 |
| 2459505 | dish_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.101022 | 3.972035 | 12.118379 | 5.266131 | 2.971075 | 5.697965 | -0.764251 | 0.380447 | 0.8811 | 0.8504 | 0.1998 | 11.586378 | 14.309377 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 1.880347 | 0.364015 | 1.145341 | 0.582282 | 1.651193 | 0.308576 | 0.794895 | 1.880347 | 1.698117 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 15.553084 | 0.542124 | 0.817543 | 0.658310 | 2.536318 | 0.700743 | 12.321968 | 1.433184 | 15.553084 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 5.899857 | -0.157555 | 0.469598 | -0.813011 | 0.253080 | -0.501709 | -0.407037 | 2.648444 | 5.899857 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 1.932332 | -0.161867 | 0.364198 | 0.031028 | 0.030183 | 0.772010 | 0.733502 | 0.956083 | 1.932332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 6.653193 | 0.758733 | 0.474677 | 0.306414 | 1.673751 | -0.256858 | 0.029188 | 6.653193 | 3.719584 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 1.722046 | 0.342883 | 1.066987 | 0.317984 | 1.314886 | 0.058342 | -0.416901 | 1.722046 | 1.512993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 2.580695 | 0.169291 | 0.203134 | 0.680265 | 0.403456 | -0.933124 | 0.155802 | 0.889196 | 2.580695 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 6.259406 | 0.320640 | 0.859531 | 0.488062 | 0.407394 | 2.086242 | 1.679631 | 4.833077 | 6.259406 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Discontinuties | 2.490706 | 0.674912 | -0.302595 | 0.349401 | -0.448570 | -0.348672 | 2.035932 | 0.141260 | 2.490706 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 6.251914 | 0.396898 | 0.635881 | 0.765263 | 0.718391 | -0.006308 | -0.124353 | 2.932790 | 6.251914 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 13.653004 | 0.749422 | 0.678736 | 0.007279 | 0.929450 | -0.766795 | 2.481735 | 13.653004 | 6.038798 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 1.877471 | -0.018886 | -0.410551 | -0.107071 | -0.444789 | -0.086851 | -0.719511 | 1.877471 | 1.066606 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 3.488475 | 0.227782 | 0.061100 | 0.029271 | 0.747889 | -0.037433 | 0.834937 | 3.488475 | 2.041652 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 2.757051 | 0.159142 | -0.172675 | 0.629461 | 0.024708 | 0.895679 | 0.261345 | 2.396299 | 2.757051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 2.249268 | 0.242403 | 0.022580 | 0.305177 | 0.684277 | 0.685295 | -0.401055 | 2.249268 | 1.166503 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Variability | 207.847373 | 1.564875 | 0.469389 | 4.681597 | 1.078584 | 207.847373 | 6.821101 | 91.193027 | 13.232016 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Discontinuties | 2.349321 | 0.792351 | 0.008485 | 1.226500 | -0.083578 | -0.252243 | -0.635090 | 2.349321 | 1.424624 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Variability | 40.741941 | 0.724179 | 0.880099 | 0.463664 | 2.343186 | 40.741941 | 0.906686 | 18.614550 | 5.345145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Power | 2.017180 | 0.635543 | 0.708246 | 0.079103 | 2.017180 | -0.042896 | 1.996688 | 0.777785 | 0.541163 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 6.254812 | 0.343890 | -0.080118 | 0.334831 | 0.624116 | -0.260052 | 0.661950 | 6.254812 | 3.391161 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 4.616492 | 0.216726 | -0.026123 | 0.224413 | 0.643309 | -0.644947 | 4.616492 | 1.530438 | 1.455757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Variability | 1073.662519 | 3.261089 | 0.499878 | 1.179246 | -0.576541 | 1073.662519 | 952.218800 | 899.454655 | 787.195993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | Not Found | nn Temporal Variability | 9.270623 | 1.075230 | 6.802100 | -0.483955 | 3.432188 | 9.270623 | 5.018718 | 1.867854 | 7.677767 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Power | 1.110971 | 0.586543 | 0.474561 | 1.110971 | 0.278094 | 0.542532 | -0.856446 | 0.541231 | 0.566951 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 7.008240 | 5.251356 | -0.313627 | 1.990900 | -0.042923 | 0.699009 | 1.463618 | 7.008240 | 5.747207 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 0.825952 | 0.466957 | -0.143091 | -0.077356 | -0.406638 | 0.161223 | 0.825952 | 0.238962 | 0.753663 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Variability | 7.675066 | 5.507399 | -0.033520 | 3.334116 | -0.092797 | 7.675066 | 6.229887 | 3.938103 | 1.744475 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Variability | 11.626577 | -0.067374 | 9.259503 | 1.122528 | 3.759476 | 9.550677 | 11.626577 | 2.508968 | 5.292228 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 6.547373 | 5.886975 | -0.567572 | 4.238528 | -0.183131 | 4.814591 | 4.527818 | 6.547373 | 3.335597 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Discontinuties | 1.326566 | 0.274737 | -0.229365 | 0.410869 | -0.432884 | 0.898111 | 0.667552 | 0.678734 | 1.326566 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Discontinuties | 2.442077 | 0.632500 | 0.844585 | 0.179185 | -0.255367 | 0.709540 | 0.302213 | 2.442077 | 1.281815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Shape | 4.660831 | -0.754234 | 4.660831 | 0.114223 | 1.429875 | 4.467032 | 2.150236 | 1.629682 | 2.584829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Discontinuties | 5.431858 | -0.800454 | 3.970477 | -0.428990 | 1.362971 | 4.420140 | 0.617305 | 1.307869 | 5.431858 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 7.083430 | -0.243043 | 5.117851 | -0.840012 | 1.566222 | 7.083430 | 1.272590 | 1.777986 | 5.949863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 6.123591 | 2.955807 | 2.651327 | 2.486035 | 0.053545 | 6.123591 | -0.450958 | 1.596586 | 1.185807 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 7.534719 | 3.699890 | -0.614390 | 1.349638 | -0.541709 | 0.347024 | 7.534719 | 3.754565 | 1.086920 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 7.652856 | -0.503515 | 3.113532 | 0.262731 | 1.697571 | 7.652856 | 0.334358 | 0.706703 | 1.552651 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 7.832833 | -0.648249 | 2.258739 | -0.139870 | 1.012367 | 7.832833 | 1.981476 | 2.144588 | 3.401450 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 3.138953 | -0.718588 | 2.691936 | -0.326225 | 1.003228 | 3.138953 | 0.808694 | 0.479388 | 1.868593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Shape | 2.568718 | 2.568718 | 2.060175 | 0.342721 | 0.287950 | 0.853963 | 1.449614 | 1.789533 | 2.137332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Variability | 2.683408 | 2.183992 | -0.655581 | 1.475316 | -0.194559 | 2.683408 | -0.364294 | 1.328639 | 1.189789 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 2.923291 | -0.573828 | 2.672582 | 0.091932 | 0.936602 | 2.923291 | 1.670017 | 0.807972 | 2.909478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Shape | 3.667599 | 3.667599 | 0.129502 | 1.904157 | 0.722601 | 0.656927 | 1.523125 | 1.569222 | 3.234269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 4.774300 | 3.748063 | 0.156761 | 1.270783 | 0.289837 | 1.370554 | 4.774300 | 2.708997 | 2.437760 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Temporal Variability | 5.092160 | 2.994601 | -0.325666 | 1.073409 | 0.368040 | 5.092160 | 4.738264 | 3.178423 | 2.746562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Discontinuties | 2.944029 | 1.850853 | 1.516328 | -0.314018 | -0.589020 | 0.302025 | 0.344598 | 2.053529 | 2.944029 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 9.343577 | -0.149189 | 4.069243 | 0.692683 | 1.575927 | 9.343577 | 1.705815 | 2.668616 | 2.475475 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Shape | 1.941055 | 1.896499 | 1.941055 | -0.509642 | -0.010372 | -0.264780 | 0.027296 | 0.901976 | 1.886527 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | ee Shape | 1.378511 | 0.175901 | 1.378511 | -0.012288 | 0.190309 | 0.647749 | 1.073343 | 0.022944 | 0.107432 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | digital_ok | nn Temporal Variability | 7.378280 | 0.420587 | 1.682407 | 0.546290 | 0.178674 | 7.378280 | 2.796392 | 0.558980 | 0.805078 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | nn Temporal Discontinuties | 5.252964 | 1.887021 | 1.762769 | -0.337768 | -0.741643 | 0.118613 | 1.004443 | 2.159400 | 5.252964 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | nn Temporal Variability | 0.835982 | -0.269561 | 0.065329 | -0.091949 | 0.625401 | 0.835982 | 0.294995 | 0.214565 | 0.461634 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | nn Temporal Variability | 7.709929 | 0.487789 | 1.463220 | 0.630881 | 0.106010 | 7.709929 | -0.268836 | 0.322835 | 0.889442 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | ee Shape | 3.997766 | 0.766725 | 3.997766 | 1.385617 | 2.461237 | 2.225477 | 1.511891 | 2.904490 | 2.184257 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | ee Shape | 3.810105 | 0.616177 | 3.810105 | 2.045084 | 2.593200 | 0.208740 | 0.970944 | 1.892559 | 1.230496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | nn Temporal Variability | 2.636405 | 2.430334 | 2.449074 | -0.561271 | 0.402875 | -0.330879 | 2.636405 | 0.976311 | 2.571365 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | nn Temporal Variability | 6.702645 | 3.267497 | 2.613745 | 2.207159 | -0.086481 | 6.702645 | 1.193921 | 4.742533 | 1.052656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | ee Temporal Discontinuties | 12225.783968 | 3234.890126 | 3234.890126 | 3020.395080 | 3020.395080 | 2429.202002 | 2429.202002 | 12225.783968 | 12225.783968 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | nn Temporal Discontinuties | 2890.385656 | 793.819244 | 793.819244 | 715.796331 | 715.796331 | 727.655605 | 727.655605 | 2890.385656 | 2890.385656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | N02 | dish_ok | nn Power | 3.522917 | 2.635159 | 1.654972 | 3.522917 | -0.634557 | 3.321042 | -0.053842 | 2.056036 | -0.082349 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | nn Temporal Discontinuties | 5.702753 | 3.453926 | 1.688633 | 3.522091 | 4.219965 | 2.866716 | 4.334758 | 4.517965 | 5.702753 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | nn Shape | 6.131412 | 5.023400 | 6.131412 | -0.551330 | 1.002477 | 0.398765 | 1.166834 | 0.590639 | 0.704687 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 29.552409 | 2.685598 | 3.609576 | 29.552409 | 20.863743 | 1.514043 | 3.884164 | 8.486840 | 9.696349 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 32.081430 | 3.287416 | 4.387282 | 32.081430 | 22.246486 | 1.355542 | 1.665746 | 8.273994 | 7.181026 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 23.366645 | 3.187544 | 4.271029 | 23.366645 | 16.728266 | 7.675733 | 7.280682 | 5.019861 | 4.968326 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 27.331274 | 4.334254 | 3.305307 | 19.396347 | 27.331274 | 6.384549 | 3.878528 | 6.976345 | 6.184464 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 21.139745 | 4.001648 | 2.982829 | 14.733827 | 21.139745 | 5.357758 | 4.656998 | 0.527315 | 0.858932 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 20.473932 | 4.545732 | 3.409920 | 14.818738 | 20.473932 | 10.925258 | 3.523173 | 0.952459 | 1.136471 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 25.906855 | 3.442947 | 4.735122 | 25.906855 | 18.235853 | 2.502780 | 6.782606 | 1.664281 | 2.660901 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 30.638163 | 4.995459 | 3.468533 | 23.971573 | 30.638163 | 16.164522 | 3.976234 | 3.416694 | 2.479851 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 25.189255 | 3.151717 | 4.458693 | 25.189255 | 18.989718 | 7.517895 | 9.840240 | 2.030420 | 2.766052 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 26.055830 | 4.939577 | 3.641042 | 18.831414 | 26.055830 | 7.642946 | 2.809554 | 2.077804 | 1.660215 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Temporal Variability | 28.818824 | 10.169615 | 8.656576 | 28.687241 | 19.334235 | 28.818824 | 20.013334 | 5.103256 | 4.344031 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 26.385909 | 4.183720 | 2.988673 | 18.231052 | 26.385909 | 8.290362 | 3.178279 | 1.167020 | 1.094591 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 25.431168 | 4.901536 | 4.651632 | 16.592694 | 25.431168 | 8.346426 | 12.650306 | 3.872122 | 3.249111 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 24.607359 | 6.611953 | 2.126996 | 4.993568 | 24.607359 | 2.248281 | 2.553894 | 2.920877 | 12.634124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Temporal Variability | 32.109857 | 7.183696 | 6.267157 | 29.851672 | 19.245067 | 32.109857 | 20.955961 | 18.380626 | 14.008650 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 27.076275 | 3.538095 | 4.857802 | 27.076275 | 17.298174 | 3.792857 | 5.755667 | 6.178442 | 6.173194 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 61.962175 | 11.586680 | 1.145063 | 61.962175 | 2.587389 | 11.561139 | -0.179256 | 13.446062 | 0.657277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 47.503855 | 10.614033 | 8.331579 | 32.309148 | 47.503855 | 31.003367 | 44.914544 | 5.464140 | 5.142386 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 20.970711 | 2.096219 | 6.822494 | 20.970711 | 3.941048 | 5.865413 | 3.128579 | 12.297611 | 2.698658 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 36.861358 | 5.511144 | 6.061782 | 22.115904 | 36.861358 | 14.485935 | 19.803352 | 9.235287 | 20.299791 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 33.657130 | 4.364381 | 4.199142 | 33.657130 | 19.912409 | 19.648796 | 13.473495 | 7.624555 | 4.434731 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 25.417579 | 4.425398 | 5.083483 | 14.155759 | 25.417579 | 10.150191 | 12.529250 | 7.909312 | 7.405400 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 30.853928 | 6.579947 | 5.362740 | 18.799111 | 30.853928 | 8.932587 | 16.546891 | 6.068901 | 19.726828 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 22.227952 | 6.117885 | 5.138187 | 13.290444 | 22.227952 | 9.091604 | 12.644036 | 5.302370 | 6.359550 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 23.319481 | 3.578301 | 8.004582 | 23.319481 | 4.486661 | 2.818369 | 1.339801 | 9.574955 | 1.568184 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 25.424877 | 6.263830 | 5.288682 | 14.654345 | 25.424877 | 7.334993 | 16.809125 | 2.252912 | 2.277441 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 63.016529 | 4.157127 | 8.492121 | 63.016529 | 20.592162 | 15.153651 | 9.452994 | 3.729729 | 4.074554 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Temporal Discontinuties | 49.111282 | 14.432053 | 4.582779 | 35.288833 | 18.354900 | 48.139785 | 8.512156 | 49.111282 | 22.235682 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Temporal Variability | 120.355746 | 4.681847 | 4.540402 | 16.869489 | 39.044010 | 15.159497 | 120.355746 | 24.263416 | 78.031281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Power | 22.923757 | 3.842688 | 3.643709 | 22.923757 | 14.441989 | 9.299921 | 7.516468 | 5.322490 | 4.677773 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | ee Temporal Variability | 31035.161541 | -0.120634 | -0.120634 | 1033.346225 | 1033.346225 | 31035.161541 | 31035.161541 | 8.245581 | 8.245581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 31 | 2 | dish_ok | nn Power | 17.788655 | 2.759368 | 4.888231 | 2.082743 | 17.788655 | 1.126348 | 7.611089 | 0.794961 | 3.448662 |